Ruffiliate

Dataset: 154 Shopify stores · Live data

We analyzed 154 Shopify stores — here’s what we found about email marketing

A structured analysis of 154 verified Shopify storefronts examining email tool adoption, CRM penetration, and the structural signals that separate well-instrumented stores from the rest.

The core finding: email capture is nearly universal, but automation depth is not. In this dataset, Klaviyo adoption tracks store complexity far more clearly than simple newsletter presence.

154
Shopify stores analyzed
94
Using Klaviyo
61.0%
Klaviyo adoption rate
42
Stores with no CRM tool detected

Key takeaway

In this sample, the real divide is not whether stores collect email — most already do. The divide is whether that capture is connected to a deeper lifecycle stack with tracking, content, reviews, and automation infrastructure behind it.

Dataset overview

CRM tool distribution across 154 stores

Most stores are on Klaviyo. A significant minority have no detectable email automation tool at all.

Klaviyo (94)
Mailchimp (28)
No CRM (42)

Email capture is nearly universal — but tool sophistication is not

Across all 154 stores in the dataset, 97.4% showed visible email capture: an email input field, a newsletter call-to-action, or both. As a raw behavior, email list building is effectively saturated in this sample.

The meaningful split is not capture vs. no-capture. It is whether that capture is backed by automation infrastructure — flows, segmentation, behavioral triggers, lifecycle sequencing. That is where the tool stack diverges.

108 stores (70.1%) have a blog, and 68 stores (44.2%) have Google Tag Manager — both are indirect markers of lifecycle-aware stack depth beyond basic form implementation.

Klaviyo adoption across 154 Shopify stores

Klaviyo was detected on 94 of 154 stores (61.0%). Mailchimp appeared on 28 stores (18.2%), with partial overlap between the two.

Klaviyo does not just correlate with email — it correlates with stack depth. Stores using Klaviyo average 2.19 tracking signals per store, versus 1.02 for stores without it. The gap is consistent across categories.

Complexity stratifies Klaviyo adoption sharply. In the low-complexity tier, adoption sits at approximately 18%. In the high-complexity tier it rises to 75%. Klaviyo consistently appears as a marker of operational maturity rather than a function of niche or category.

What separates Klaviyo stores from the rest

The differences between Klaviyo and non-Klaviyo stores are structural, not superficial.

Metric Klaviyo stores (n=94) Non-Klaviyo stores (n=60)
Avg intent score96.681.7
Avg product links73.059.0
Avg collection links180.2132.7
Avg tracking signals2.191.02
Blog present76.6%60.0%
Reviews present70.2%58.3%

Structural signals

Content infrastructure: Klaviyo vs. non-Klaviyo stores

Blog and review presence — both percentage of stores in each group.

Klaviyo (n=94)
Non-Klaviyo (n=60)

The tracking signal gap is the most consistent finding. Klaviyo stores carry more than twice the instrumentation density of non-Klaviyo stores. This suggests Klaviyo adoption is part of a broader commitment to data-driven operations — not an isolated tool selection.

Blog presence (76.6% vs 60.0%) and review integration (70.2% vs 58.3%) reflect the same pattern. Klaviyo stores are more likely to have the content and social-proof infrastructure that makes email lifecycle marketing viable.

GTM co-occurs with Klaviyo in 53 of 94 Klaviyo stores (56.4%), confirming that the instrumentation cluster is not coincidental.

Adoption by complexity

Klaviyo adoption rises sharply with store complexity

Stores grouped by intent score. Klaviyo adoption rate per tier.

The opportunity gap: 42 stores with no CRM tool detected

42 stores (27.3%) have no detectable Klaviyo or Mailchimp installation. This cohort is not structurally uniform — it includes both minimal storefronts and high-complexity catalog operations.

38 of those no-CRM stores sit in the hot or high intent tier. These are not low-effort operations. Many have full blog infrastructure, review systems, complex collection hierarchies, and multi-channel tracking — without a dedicated email automation platform.

That segment is worth naming precisely: stores that have built the structural prerequisites for lifecycle marketing but have not yet connected a CRM tool to act on them. Whether that reflects prioritization or capability, the gap is concrete and measurable from the outside.

What this means

The Shopify email marketing landscape in this sample is not uniformly distributed. There is a clear upper tier of stores: Klaviyo-instrumented, GTM-tagged, with content and review infrastructure and broad catalog depth. And there is a lower tier: email capture in place, but no automation tooling, lower catalog depth, and thinner tracking.

The 28 stores using Mailchimp occupy a distinct position. Mailchimp adoption does not produce the same structural co-occurrence pattern as Klaviyo. It appears relatively flat across complexity tiers in a way Klaviyo does not.

Google Analytics (47 stores, 30.5%) and GTM (68 stores, 44.2%) reinforce the instrumentation picture. The data does not support a story of uniform sophistication across Shopify stores — the variance is real, measurable, and consistent with tool choice.

The core finding: CRM adoption in this dataset is not primarily a feature decision. It is a marker of operational maturity. Stores that have invested in catalog depth, content infrastructure, and tracking instrumentation tend to reach a point where managing email without automation creates a measurable gap. In this sample, Klaviyo is the tool most consistently associated with that higher-complexity operating model.

Example stores from the dataset

A selection of stores ordered by catalog depth. All have intent scores ≥ 75 and help illustrate the upper end of the dataset.

Domain Klaviyo Intent tier Products Collections
www.francesmay.com Yes hot 649 399
thedecorkart.com Yes hot 493 243
www.supremebeauty.com Yes hot 471 212
shopcosmeticsandmore.com No hot 462 418
thevillagecountrystore.com No hot 339 222
oradina.com Yes hot 296 247
www.seavees.com Yes hot 260 88
www.stadiumgoods.com No hot 246 829
shop.showstudio.com Yes hot 211 23
www.torquefitness.com Yes hot 185 68

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